Did you know there is an ominous correlation between the number of Americans who drown each year and the number of films Nicolas Cage appears in? Obviously, these two facts are completely unrelated. Their relationship is what’s called a “spurious correlation” and is just one of many data misinterpretation traps that researchers and analysts must be careful to avoid.